{"id":"W4232535599","doi":"10.1002/9781118359228.ch9","title":"Fluid Bed Dehydration of Magnesium Chloride","year":2012,"lang":"en","type":"other","venue":"","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Brine; Fluidization; Dehydration; Fluidized bed; Magnesium; Materials science; Petroleum engineering; Waste management; Environmental science; Chemical engineering; Chemistry; Metallurgy; Geology; Engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004119836,0.00008596211,0.0001025003,0.00006189045,0.000005174933,0.000009126638,0.0003416854,0.00008678896,0.001928276],"category_scores_gemma":[0.00000421546,0.0000705289,0.00003318004,0.00008095766,0.00002219784,0.00005183458,0.0001748398,0.00006108336,0.0002704882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001828535,"about_ca_system_score_gemma":0.000005808107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008096606,"about_ca_topic_score_gemma":0.000001897914,"domain_scores_codex":[0.9994498,0.00000347849,0.00008019417,0.0001322418,0.0001906202,0.0001436557],"domain_scores_gemma":[0.9996155,0.00001071735,0.0000241173,0.0002862462,0.000002793168,0.00006060709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001301485,0.000407687,0.0001987243,0.00119402,0.00007374179,0.000008863358,0.0001417518,0.00009833508,0.36194,0.03315914,0.5495072,0.05325751],"study_design_scores_gemma":[0.0002290241,0.00004232812,0.0001870117,0.00004612266,0.000008154358,0.000004503906,0.000001680524,0.005295015,0.4515401,0.0001841599,0.5421069,0.0003550416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000138584,0.0004174988,0.1285996,0.0001182586,0.0002728981,0.0001137324,0.000003229483,0.0002008013,0.8701354],"genre_scores_gemma":[0.01796169,0.00005453842,0.01611716,0.0000259205,0.000231235,0.00001037418,0.0000126599,0.00008371029,0.9655027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1124825,"threshold_uncertainty_score":0.9989841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007364679759837049,"score_gpt":0.2002885844222566,"score_spread":0.1929239046624195,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}